The demand for quick and effective real-time digital signal processing (DSP) applications has increased due to the rapidly advancing technology. Digital signal processors, or DSPs, are essential to several engi- neering specialties. In DSPs, quick multiplication is crucial for operations like Fourier transformations and convolution. One of the fundamental arithmetic processes required by all applications is multiplication. To increase their speed, numerous multiplier designs have been created. Vedic multipliers are among the quick- est and lowest power multipliers compared to array and booth multipliers which are the result of decades of intensive research. The Vedic Multiplier works with sixteen sutras, or algorithms, most of which are for logical processes. Since several of them have been proposed utilizing the Urdhava Tiryakbhyam sutra, they are the fastest and most efficient. This paper's goal is to summarise the many uses of Vedic Multiplier in the broad field of digital signal processing such as image processing, with a focus on the various ways that Vedic Multiplier designs that are now in use have been modified to improve speed and performance metrics.